Art In The Age Of Machine Intelligence
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Art in the Age of Machine Learning
An examination of machine learning art and its practice in new media art and music. Over the past decade, an artistic movement has emerged that draws on machine learning as both inspiration and medium. In this book, transdisciplinary artist-researcher Sofian Audry examines artistic practices at the intersection of machine learning and new media art, providing conceptual tools and historical perspectives for new media artists, musicians, composers, writers, curators, and theorists. Audry looks at works from a broad range of practices, including new media installation, robotic art, visual art, electronic music and sound, and electronic literature, connecting machine learning art to such earlier artistic practices as cybernetics art, artificial life art, and evolutionary art. Machine learning underlies computational systems that are biologically inspired, statistically driven, agent-based networked entities that program themselves. Audry explains the fundamental design of machine learning algorithmic structures in terms accessible to the nonspecialist while framing these technologies within larger historical and conceptual spaces. Audry debunks myths about machine learning art, including the ideas that machine learning can create art without artists and that machine learning will soon bring about superhuman intelligence and creativity. Audry considers learning procedures, describing how artists hijack the training process by playing with evaluative functions; discusses trainable machines and models, explaining how different types of machine learning systems enable different kinds of artistic practices; and reviews the role of data in machine learning art, showing how artists use data as a raw material to steer learning systems and arguing that machine learning allows for novel forms of algorithmic remixes.
Architecture in the Age of Artificial Intelligence
AI has been unleashed. Nothing is going to be the same again. Updated to cover all the latest developments, Architecture in the Age of Artificial Intelligence introduces AI for designers and explores its seismic impact on the future of architecture and design. From ChatGPT and smart assistants to groundbreaking diffusion models for video and 3D modelling, this updated new edition investigates the profound effects of AI technologies on architectural practice. It explores how AI transforms every part of the process-from the inspiration and brief, to regulations and copyright, to performance-driven design- and looks beyond discussions of software and functionality to ask more fundamental questions too: How did AI evolve? How does it work? What does it tell us about creativity? And what does it mean for the very future of the profession itself? Written by one of the world's leading experts in the field, this book is a must-read for all architects wishing to stay at the forefront of the AI revolution.
Film and Television Production in the Age of Climate Crisis
This volume brings together a range of voices from across the global environmental media community to build a comparative international set of perspectives on ‘green’ film and television production. Through this, it provides a necessary intervention in environmental media studies that actively foregrounds media infrastructure, production, policy, and labour – that is, the management and practice of media production cultures. Due to its immense sociocultural influence and economic resources, the global screen media industry is at the forefront of raising awareness for the political and social issues resulting from accelerated environmental instability. However, the 21st century relationship between screen media and the environment has another face that demands urgent scrutiny. The advent of the digital age and the vast electrical and Information and Communication Technologies (ICT) infrastructures required to support digital production, distribution, and archiving has resulted in the rapid expansion and diversification of the industry’s resource use, infrastructure construction, energy dependency, and consequent waste and emissions production. Addressing these structures is essential to alleviating their environmental and social impact and ensuring that the industry’s rhetoric on environmental responsibility is reflected in its practice. As a mitigating counterbalance to the above trends, there has been a heightenedpush for sustainability measures along various lines of industry management, policy, and practice. These initiatives—including the cultural values they reflect, the political economies that form their logic, the managerial and marketing tactics that orchestrate them, and the environmental realities of their implementation—form the central object of inquiry for this collection.